Configurable Acceleration of Peripheral Machine Vision Implemented using Artificial Neural Networks

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United States of America Patent

APP PUB NO 20240282071A1
SERIAL NO

18415474

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Abstract

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Customization of a deep neural network model to analyze different regions of an image at different machine vision acuity levels. A graphical user interface presents an image captured by an image sensing pixel array and receives user interactions with the image to define regions of the machine vision acuity levels. Based on the user interactions with the graphical user interface, a region mask is generated to identify the regions of pixels in the image sensing pixel array. According to the region mask, unnecessary computations of low machine vision acuity are removed from the deep neural network model to generate a customized computing model of analyzing image data, captured by the image sensing pixel array, at the machine vision acuity levels.

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Patent Owner(s)

Patent OwnerAddress
MICRON TECHNOLOGY INC8000 SOUTH FEDERAL WAY MAILSTOP 1-507 BOISE ID 83707-0006

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Inventor(s)

Inventor Name Address # of filed Patents Total Citations
Kale, Poorna Folsom, US 246 1287
Lakshman, Shashank Bangalore Folsom, US 7 0
Tiku, Saideep Folsom, US 52 12

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